James Laidler
Director Of Data And Technology
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolJames Laidler is a London-based data and technology leader with a decade of experience turning analytics, ML and AI into revenue-driving products and operational improvements. Currently Director of Data and Technology at Electrify Video Partners, he pairs hands-on Python engineering with strategic leadership, having previously built productionised models at PayPal and Openreach that materially reduced fraud and improved broadband operations. He has a track record of shipping pragmatic solutions—an XGBoost retention model used in production, an LSTM evaluated for sequence tasks, and Iguanas, a Python library he developed to streamline rules-based systems for onboarding. Comfortable moving between code, models and stakeholder communication, he also automates manual workflows (e.g., notebook-to-SharePoint pipelines) to save time across teams. Trained as a physicist at Imperial College, he combines analytical rigor with product-focused delivery.
8 years of coding experience
7 years of employment as a software developer
Durham Johnston Comprehensive SchoolMaster of Science (MSci) Physics, Master of Science (MSci) Physics at Imperial College LondonDurham Johnston Sixth Form
Stackoverflow
21reputation
396reached
0answers
2questions
Github Skills (49)
binary-classification10
rule-based9
restructuredtext8
classification8
sphinx8
sphinx-extension8
rule-engine8
markdown8
modular7
spark-ml7
documentation-generator7
api7
python7
rbs7
youtube-data-api6
Programming languages (2)
Github contributions (5)
paypal/Iguanas
Jan 2022 - Mar 2022
Iguanas is a fast, flexible and modular Python package for generating a Rules-Based System (RBS) for binary classification use cases.
Contributions:8 releases, 14 commits, 25 PRs in 2 months
casespythonrule-engineclassificationbinary-classification
Electrify-Video-Partners/AGridable
May 2024 - Jun 2024
AGridable is a Python library which makes formatting tables in your Dash app a breeze.
Contributions:4 releases, 9 PRs, 7 pushes in 5 days
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